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On the Learnability of Out-of-distribution Detection
Zhen Fang
, Yixuan Li
, Feng Liu
*
,
Bo Han
, Jie Lu
*
*
Corresponding author for this work
Department of Computer Science
Research output
:
Contribution to journal
›
Journal article
›
peer-review
15
Citations (Scopus)
Overview
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Dive into the research topics of 'On the Learnability of Out-of-distribution Detection'. Together they form a unique fingerprint.
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Mathematics
Data Distribution
100%
Test Data
100%
Distribution Theory
50%
Necessary and Sufficient Condition
50%
Open Problem
50%
Training Data
50%
Necessary Condition
50%
Evaluation Metric
50%
Keyphrases
Learnability
100%
Out-of-distribution Detection
100%
Impossibility Theorem
33%
Learning Theory
22%
Out-of-distribution Data
22%
Distribution Theory
11%
Evaluation Metrics
11%
Supervised Learning
11%
Generalization Ability
11%
Learning Objectives
11%
Work-based
11%
Realistic Settings
11%
Probably Approximately Correct Learning
11%
Computer Science
Out-of-Distribution Detection
100%
Data Distribution
22%
Detection Algorithm
11%
Evaluation Metric
11%
Supervised Learning
11%
Generalization Ability
11%
Sufficient Condition
11%
Economics, Econometrics and Finance
Impossibility Theorem
100%
Theory of Distribution
33%